{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3a7e0412-768e-4695-b1bf-afe56baac017",
   "metadata": {},
   "source": [
    "# 极坐标图"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27f87215-dfd6-4655-8aa4-3f6eafc82929",
   "metadata": {},
   "source": [
    "## （1）极坐标条线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d2ffa25b-9102-4a9e-b2d0-ebd395d05f3a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0af59557-9fd3-4ac5-ad17-4d682ffc453b",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = np.arange(0, 4*np.pi, 0.01)  # 弧度值\n",
    "y = np.linspace(0, 2, num=len(r))  # 目标值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "367d1013-033b-4d91-84af-96e74cac54eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.rcParams['font.sans-serif'] = 'SimHei'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf61e42c-6011-420a-bda1-b3b85ae5d193",
   "metadata": {},
   "source": [
    "极坐标图的关键点就是 projection='polar' 参数"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0444ca7-de4a-4645-956d-5eb2613e8cc1",
   "metadata": {},
   "source": [
    "而线性图依旧是用plot方法来实现绘制"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "394f090d-a326-447c-bd68-fa074d88a7e8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '极坐标线形图')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = plt.subplot(1, 1, 1, projection='polar', facecolor='lightgreen')  # 定义极坐标\n",
    "ax.plot(r, y, color='red')\n",
    "ax.set_rmax(3)  # 设置半径最大值\n",
    "ax.set_rticks([0.5, 1, 1.5, 2])\n",
    "ax.set_rlabel_position(-22.5)  # 设置半径刻度位置\n",
    "ax.grid(True)\n",
    "ax.set_title('极坐标线形图', va='center', ha='center', pad=30)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96401031-9fa2-4158-9950-5a2aead3ed11",
   "metadata": {},
   "source": [
    "## （2）极坐标柱状图"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58952bfd-a740-420d-81c0-4aa72775476d",
   "metadata": {},
   "source": [
    "极坐标 projection='polar' + 柱状图 bar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7f3b14e4-72f7-4d2e-a596-640327d0af2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<BarContainer object of 8 artists>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 8\n",
    "\n",
    "theta = np.linspace(0, 2*np.pi, N, endpoint=False)\n",
    "radii = np.random.randint(3, 5, size=(N,))\n",
    "width = np.pi / 4\n",
    "colors = np.random.rand(8, 3)\n",
    "\n",
    "ax = plt.subplot(1, 1, 1, projection='polar')  # polar表示极坐标\n",
    "ax.bar(theta, radii, width=width, bottom=0, color=colors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29a06a3c-1a32-4813-9e70-eb4b315c4f55",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "479a1105-85f8-45fb-aad2-c907c7aa5b57",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
